About ResumeWithMunna.AI

A self-hosted, open-source project designed to provide job seekers with premium, automated resume tools without subjection to subscriptions or watermarks.

Local Rule-Based AI Engine

Our AI enhancer is built entirely in python using local dictionaries, sentence mapping formulas, and local NLP logic. This ensures your descriptions are improved instantly without sending your personal history to third-party text APIs (like OpenAI or Gemini).

Privacy First Architecture

Your data is strictly yours. The application compiles your credentials and inputs only within your localized network environment, letting you run and compile resumes without data tracking, cookies, or cloud analytics logging.

Neon PostgreSQL Integration

Connects securely to your Neon server configuration to store credentials and resume data in a dedicated schemas format. Handles concurrent connections, queries, and quick section auto-saving through relational PostgreSQL tables.

Cloudinary CDN Assets

Uses secure Cloudinary CDN uploads to store your profile images, cropping and resizing photo uploads directly with face-detection algorithms so they display optimally inside standard resume templates.

Self-Hosting & Development

ResumeWithMunna.AI is completely self-contained. The Next.js frontend and FastAPI backend run easily on local servers (localhost) or can be deployed to free hosting instances (like Render or Vercel) alongside a free Neon database instance.